A comprehensive review on emerging artificial neuromorphic devices

J Zhu, T Zhang, Y Yang, R Huang - Applied Physics Reviews, 2020 - pubs.aip.org
The rapid development of information technology has led to urgent requirements for high
efficiency and ultralow power consumption. In the past few decades, neuromorphic …

Memristor-based neural networks: a bridge from device to artificial intelligence

Z Cao, B Sun, G Zhou, S Mao, S Zhu, J Zhang… - Nanoscale …, 2023 - pubs.rsc.org
Since the beginning of the 21st century, there is no doubt that the importance of artificial
intelligence has been highlighted in many fields, among which the memristor-based artificial …

[HTML][HTML] Brain-inspired computing with memristors: Challenges in devices, circuits, and systems

Y Zhang, Z Wang, J Zhu, Y Yang, M Rao… - Applied Physics …, 2020 - pubs.aip.org
This article provides a review of current development and challenges in brain-inspired
computing with memristors. We review the mechanisms of various memristive devices that …

Capacitive effect: An original of the resistive switching memory

G Zhou, Z Ren, B Sun, J Wu, Z Zou, S Zheng, L Wang… - Nano Energy, 2020 - Elsevier
Interplay between ions and electrons endows memristor with promising applications from
the high density storages, memory logic gates to neuromorphic chips. The interplay-induced …

The strategies of filament control for improving the resistive switching performance

T Li, H Yu, SHY Chen, Y Zhou, ST Han - Journal of Materials Chemistry …, 2020 - pubs.rsc.org
With the rapid application of artificial intelligence in daily life and work, the traditional von
Neumann architecture device faces the limitation of scalability and high energy …

In-memory computing with emerging nonvolatile memory devices

C Cheng, PJ Tiw, Y Cai, X Yan, Y Yang… - Science China Information …, 2021 - Springer
The von Neumann bottleneck and memory wall have posed fundamental limitations in
latency and energy consumption of modern computers based on von Neumann architecture …

Direct Observation of Oxygen Ion Dynamics in a WO3‐x based Second‐Order Memristor with Dendritic Integration Functions

Y Lin, F Meng, T Zeng, Q Zhang, Z Wang… - Advanced Functional …, 2023 - Wiley Online Library
Direct observation of oxygen dynamics in an oxide‐based second‐order memristor can
provide the valid evidence to clarify the memristive mechanism, however, which is still …

Review of applications of 2D materials in memristive neuromorphic circuits

L Wang, X Shen, Z Gao, J Fu, S Yao, L Cheng… - Journal of Materials …, 2022 - Springer
Neuromorphic systems with large-scale parallel computing capability and low power
consumption have become important for the development of artificial intelligence …

Memristor‐based efficient in‐memory logic for cryptologic and arithmetic applications

L Xu, R Yuan, Z Zhu, K Liu, Z Jing, Y Cai… - Advanced Materials …, 2019 - Wiley Online Library
As the era of big data dawns, conventional digital computers face increasing difficulties in
performance and power efficiency due to their von Neumann architecture, leading to an …

Adhesion microscopy as a nanoscale probe for oxidation and charge generation at metal-oxide interfaces

A Ranjan, A Padovani, B Dianat… - ACS Applied …, 2023 - ACS Publications
We introduce a method combining adhesion and conductivity measurements using
conduction atomic force microscopy (AFM) to infer the localized surface redox reactions and …